AI Misrepresentation Raises Concerns for Local Businesses
Artificial intelligence tools are increasingly shaping how people discover information online, but a growing number of small business owners say the technology is misrepresenting them in search results and AI-generated summaries.
Across Raleigh and other parts of Wake County, business owners report that chatbots and AI search previews have listed incorrect business hours, services they do not provide, and in some cases even wrong addresses. These errors are not the result of hacking or intentional manipulation, but rather a side effect of how AI systems gather and present information.
Experts say the issue stems from “hallucinations,” a known problem where AI models confidently provide false information based on flawed or outdated sources. In the case of small businesses, those hallucinations can create real-world problems. Customers may arrive at closed storefronts, book services that do not exist, or lose trust in companies they believe are being misleading.
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The pace of AI adoption has left little time for oversight or accountability. While companies race to integrate chatbots and AI search into their platforms, few safeguards exist to ensure accuracy for small, locally owned businesses that rely on clear, trustworthy information to attract customers.
“Most of the time, people assume what they see online is true,” said one Raleigh café owner who recently discovered an AI tool was promoting a brunch menu the restaurant has never offered. “By the time we correct someone in person, the damage is already done.”
The consequences extend beyond customer confusion. Analysts warn that misinformation repeated by AI could harm search visibility, reduce website traffic, and chip away at the reputations of businesses that lack the resources to monitor every platform.
For now, digital strategists recommend local businesses audit their online presence regularly, keep Google Business Profiles and websites updated, and search their own companies using AI chat tools to spot potential errors. But even these steps do not guarantee accuracy, since AI systems often pull information from third-party sources outside of a business’s control.
Community advocates say more transparency is needed from the tech giants building these tools. Without it, small businesses are left to fight an uphill battle against a technology that is rewriting the internet in real time, sometimes at their expense.
